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Using Electronic Health Record and Administrative Data to Analyze Maternal and Neonatal Delivery Complications

机译:使用电子健康记录和管理数据来分析母体和新生儿交付并发症

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Background: Obstetric quality of care measures have largely focused on severe maternal morbidity (SMM), with littleconsensus about measures of less severe but more prevalent delivery and neonatal complications. This study analyzes riskadjustedmaternal and neonatal outcomes using both ICD-10 coding and electronic health record (EHR) data.Methods: Complication rates at seven health system hospitals from January 2016 to August 2019 were analyzed. EHRdata and ICD-10 codes were used to identify the incidence of SMM as well as other route-specific maternal and neonatalcomplications. Researchers tested the association of maternal sociodemographic and clinical risk markers with the likelihoodof maternal and neonatal complications using multiple logistic and Poisson regression.Results: Among 42,681 deliveries, the SMM rate was 1.3%, and other complication rates were 12.9% for vaginal and19.7% for cesarean deliveries. The neonatal complication rate was 20.2%. Risk factors for all complications included multiplegestation and hypertensive disorders of pregnancy. Risk factors for SMM included nulliparity, cesarean delivery, and pre-existing conditions; risks for neonatal complications included academic medical center admission, cesarean delivery, highermaternal body mass index, and preterm birth. There were significant racial disparities in maternal and neonatal outcomes.Conclusion: This study is among the first to combine HER and administrative discharge data to describe a wide range ofmaternal and neonatal birth outcomes, including associations with established risk factors. Although SMM was rare, route-specific and neonatal complications were much more common and may offer a better focus for obstetric quality improvementefforts.
机译:背景:护理措施的产科质量主要集中在严重的孕产妇发病率(SMM)上,很少关于措施不太严重但更普遍的递送和新生儿并发症的共识。这项研究分析有风险调整使用ICD-10编码和电子健康记录(EHR)数据的母体和新生儿结果。方法:分析了2016年1月至2019年8月至2019年8月的七个卫生系统医院的并发症率。 ehr.数据和ICD-10代码用于识别SMM的发病率以及其他粮食特异性母体和新生儿并发症。研究人员测试了母体社会阶段和临床风险标记的协会,可能性母亲和新生儿并发症使用多重物流和泊松回归。结果:42,681个交付中,SMM率为1.3%,阴道和阴道的其他并发症率为12.9%剖宫产的19.7%。新生儿并发症率为20.2%。所有并发症的危险因素包括多个并发症妊娠和高血压怀孕障碍。 SMM的危险因素包括空调,剖宫产,和预先存在的条件;新生儿并发症的风险包括学术医疗中心入学,剖宫产,更高母体体重指数,和早产。母亲和新生儿结果存在显着的种族差异。结论:本研究是第一个结合她和行政放电数据来描述广泛的孕产妇和新生儿出生结果,包括具有既定风险因素的协会。虽然SMM是罕见的,但途径特异性和新生儿并发症比产科质量改善更为普遍,并且可以提供更好的重点努力。

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    Northwestern University Fein-berg School of Medicine (NUFSM) Chicago;

    Department of Obstetrics and Gynecology New York University School of Medicine Langone Medical Center New York;

    Department of Obstetrics and Gynecology NUFSM;

    Department of Obstetrics and Gynecology Division of Maternal-Fetal Medicine NUFSM;

    Department of Medicine Division of General Internal Medicine and Geriatrics NUSFM;

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